Medical Point Cloud Completion on SkullBreak
0.079Chamfer Distance (CD)PTv3 Encoder-Decoder
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PTv3 Encoder-Decoder2026.06 | 0.079 | 81.4 | 81.3 | 2.51 | |
| PCFMBackbone=PTv3, Variant=Linear2026.06 | 0.12 | 83.3 | 81.9 | 2.38 | |
| PCFMBackbone=PTv3, Variant=Cosine2026.06 | 0.122 | 82.6 | 80.2 | 2.43 | |
| PCDiffBackbone=PVCNN2026.06 | 0.14 | 81.8 | 80.5 | 2.46 | |
| PCFMBackbone=PVCNN2026.06 | 0.143 | 82.1 | 77.8 | 2.88 | |
| V-NetRepresentation=Voxel grid2026.06 | 0.168 | 82.2 | 83.7 | 2.48 | |
| PCDiffBackbone=PTv32026.06 | 0.169 | 75.9 | 72 | 3.34 | |
| 3D U-NetRepresentation=Voxel grid2026.06 | 0.195 | 82.9 | 82.1 | 2.49 |